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Software Engineering Standards

Documentation

Overview Project Structure ADRs Runbooks Templates

Backend

Technology Stack Architecture

Overview Data Handling & Secrets Security Automation Authentication Rate Limiting XSS Prevention Reporting

Module Structure Conventions Migrations Generic Example - Models Generic Example - Schemas Generic Example - CRUD Generic Example - APIs Generic Example - Module Walkthrough

Migrations (Operational)

Migrations - Sync Local Schema Migrations - Run Dev Migrations Migrations - Run Prod Migrations

Local Setup SDLC Governance Observability Error Handling Logging

Overview Structure Fixtures Generic Example - Conftest Generic Example - CRUD Tests Generic Example - API Tests Generic Example - Security Tests

AI Engine Notifications Workers

Overview Data Model Ingestion & Indexing Retrieval & Ranking Entity Hybrid Search Operations

Frontend

Technology Stack Architecture

Overview Authentication CSRF Headers & CSP XSS & Content Rendering Data Handling & Secrets Security Automation

Code Organization

Project Structure Naming Conventions Imports & Boundaries

UI & Design System

Tailwind Conventions Components Library Design System Page

Data, State & Forms

BFF API Layer API Client React Query Forms & Validation

Local Setup Railway Deployment Notes Error Handling Logging & Observability

Overview Structure Unit & Component Testing E2E (Playwright)

Error Tracking Analytics & Tracking

Generic Example

BFF Route Handler Proxy API Client RHF + Zod Form React Query Design System Page (Dev-only)

Playbooks

Playbook Creation Guide Project README Template Example Tracker

Workflow (Monorepo + Split Repos)

Playbook Creation Guide Template Example

AGENTS.md

This section documents how we use AGENTS.md to guide contributors and AI agents, including structure, conventions, and examples for making expectations explicit.

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Playbook
Creation Guide
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